Patrick Matgen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 47

Top Topics

Change Detection

Synthetic Aperture Radar

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. CoRR (2024)
Marina Zingaro, Renaud Hostache, Marco Chini, Domenico Capolongo, Patrick Matgen
A Localized Particle Filtering Approach to Advance Flood Frequency Estimation at Large Scale Using Satellite Synthetic Aperture Radar Image Collection and Hydrodynamic Modelling. Remote. Sens. 16 (12) (2024)
Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen
Insight into Offshore Oil Drift Monitoring Through Combination of Sequential Sentinel-1 Ascending and Descending Images. IGARSS (2023)
Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen, Christophe Messager
Assessment of Sentinel-1-Estimated Sea Surface Convective wind Gusts with in-situ wind Measurements. IGARSS (2023)
Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon
Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
On the Use of Native Resolution Backscatter Intensity Data for Optimal Soil Moisture Retrieval. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
On the potential of Sentinel-1 for sub-field scale soil moisture monitoring. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca
Mapping Floods in Urban Areas From Dual-Polarization InSAR Coherence Data. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wolfgang Wagner, Marco Chini
Urban-Aware U-Net for Large-Scale Urban Flood Mapping Using Multitemporal Sentinel-1 Intensity and Interferometric Coherence. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wofgang Wagner, Marco Chini
Prior Information in Support of Deep Learning Methods to Map Floodwater in Urbanized Areas. IGARSS (2022)
Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
Dependence of Soil Moisture Retrieval Accuracy on Backscatter Resolution. IGARSS (2022)
Theresa C. van Hateren, Marco Chini, Patrick Matgen, Adriaan J. Teuling
Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation. Remote. Sens. 13 (10) (2021)
Jie Zhao, Ramona Pelich, Renaud Hostache, Patrick Matgen, Senmao Cao, Wolfgang Wagner, Marco Chini
Deriving an Exclusion Map (Ex-Map) from Sentinel-l Time Series for Supporting Floodwater Mapping. IGARSS (2021)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen
Refocusing Moving Vessel Signatures Based on Sentinel-1 SLC Imagery. IGARSS (2021)
Marco Chini, Ramona Pelich, Yu Li, Renaud Hostache, Jie Zhao, Concetta Di Mauro, Patrick Matgen
Sar-Based Flood Mapping, Where We Are and Future Challenges. IGARSS (2021)
Guy J.-P. Schumann, Paolo Campanella, Alberto Tasso, Laura Giustarini, Patrick Matgen, Marco Chini, Lucien Hoffmann
An Online Platform for Fully-Automated EO Processing Workflows for Developers and End-Users Alike. IGARSS (2021)
Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. 13 (6) (2021)
Peter Salamon, Niall Mctlormick, Christopher Reimer, Tom Clarke, Bernhard Bauer-Marschallinger, Wolfgang Wagner, Sandro Martinis, Candace Chow, Christian Böhnke, Patrick Matgen, Marco Chini, Renaud Hostache, Luca Molini, Elisabetta Fiori, Andreas Walli
The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service. IGARSS (2021)
Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
Optimal Spatial Resolution of Sentinel-1 Surface Soil Moisture Evaluated Using Intensive in Situ Observations. IGARSS (2021)
Victor Olajubu, Mark A. Trigg, Christian Berretta, Andrew Sleigh, Marco Chini, Patrick Matgen, Stephen Mojere, Joe Mulligan
Urban correction of global DEMs using building density for Nairobi, Kenya. Earth Sci. Informatics 14 (3) (2021)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
Coastline Detection Based on Sentinel-1 Time Series for Ship- and Flood-Monitoring Applications. IEEE Geosci. Remote. Sens. Lett. 18 (10) (2021)
Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
The Role of Co- and Cross-Polarizations Insar Coherences in Mapping Flooded Urban Areas. IGARSS (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR (2020)
Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Christian Bossung, Paolo Campanella, Roberto Rudari, Philippe Bally
Systematic and Automatic Large-Scale Flood Monitoring System Using Sentinel-1 SAR Data. IGARSS (2020)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
Monitoring Changes in the Coastal Environment Based on SAR Sentinel-1 Time-Series. IGARSS (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier
Extracting localized information from a Twitter corpus for flood prevention. CoRR (2019)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden
Large-Scale Automatic Vessel Monitoring Based on Dual-Polarization Sentinel-1 and AIS Data. Remote. Sens. 11 (9) (2019)
Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
Sentinel-1 InSAR Coherence to Detect Floodwater in Urban Areas: Houston and Hurricane Harvey as A Test Case. Remote. Sens. 11 (2) (2019)
Jie Zhao, Marco Chini, Patrick Matgen, Renaud Hostache, Ramona Pelich, Wolfgang Wagner
An Automatic SAR-Based Change Detection Method for Generating Large-Scale Flood Data Records: The UK as a Test Case. IGARSS (2019)
Marco Chini, Renaud Hostache, Ramona Pelich, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca
Probabilistic Urban Flood Mapping Using SAR Data. IGARSS (2019)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden, Willibald Croi
Advancements for Sentinel-1 Based Vessel Monitoring: Dual-Polarization Detection and SAR-Based Coastline Detection. IGARSS (2019)
Stefan Schlaffer, Marco Chini, Ronald Pöppl, Renaud Hostache, Patrick Matgen
Monitoring of Inundation Dynamics in the North-American Prairie Pothole Region using Sentinel-1 Time Series. IGARSS (2018)
Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
Towards a 20 m Global Building Map from Sentinel-1 SAR Data. Remote. Sens. 10 (11) (2018)
Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
Polarimetric and Multitemporal Information Extracted from Sentinel-1 Sar Data to Map Buildings. IGARSS (2018)
Ramona Pelich, Carlos López-Martínez, Marco Chini, Renaud Hostache, Patrick Matgen, Philippe Ries, Gerd Eiden
Exploring Dual-Polarimetic Descriptors for Sentinel-L Based Ship Detection. IGARSS (2018)
Marco Chini, Luca Pulvirenti, Ramona Pelich, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
Monitoring Urban Floods Using SAR Interferometric Observations. IGARSS (2018)
Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen
Built-up areas mapping at global scale based on adaptive parametric thresholding of Sentinel-1 intensity & coherence time series. MultiTemp (2017)
Marco Chini, Renaud Hostache, Laura Giustarini, Patrick Matgen
A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Stefan Schlaffer, Marco Chini, Laura Giustarini, Patrick Matgen
Probabilistic mapping of flood-induced backscatter changes in SAR time series. Int. J. Appl. Earth Obs. Geoinformation 56 (2017)
Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Jose Manuel Delgado, Giovanni Sabatino
Towards a global flood frequency map from SAR data. IGARSS (2017)
Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Giuseppe Squicciarino, Valerio Basso, Flavio Pignone, Nazzareno Pierdicca
Exploiting Sentinel 1 data for improving (flash) flood modelling via data assimilation techniques. IGARSS (2017)
Jose Manuel Delgado, Giovanni Sabatino, Roberto Cuccu, Giancarlo Rivolta, Ramona Pelich, Patrick Matgen, Marco Chini, Mattia Marconcini
Support for Multi-temporal and Multi-mission data processing: The ESA Research and Service Support. MultiTemp (2017)
Marco Chini, Asterios Papastergios, Luca Pulvirenti, Nazzareno Pierdicca, Patrick Matgen, Issaak Parcharidis
SAR coherence and polarimetric information for improving flood mapping. IGARSS (2016)
Laura Giustarini, Renaud Hostache, Dmitri Kavetski, Marco Chini, Giovanni Corato, Stefan Schlaffer, Patrick Matgen
Probabilistic Flood Mapping Using Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Marco Chini, Patrick Matgen
Two-step approach based on statistical modelling to map buildings at global scale using sentinel-1 SAR data. IGARSS (2016)
Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Lorenzo Campo, Francesco Silvestro, Cosimo Versace, Paolo Campanella, Laura Candela
Satellite soil moisture assimilation: Preliminary assessment of the sentinel 1 potentialities. IGARSS (2016)
Patrick Matgen, Laura Giustarini, Marco Chini, Renaud Hostache, Melissa Wood, Stefan Schlaffer
Creating a water depth map from SAR flood extent and topography data. IGARSS (2016)
Stefan Schlaffer, Patrick Matgen, Markus Hollaus, Wolfgang Wagner
Flood detection from multi-temporal SAR data using harmonic analysis and change detection. Int. J. Appl. Earth Obs. Geoinformation 38 (2015)
Laura Giustarini, Marco Chini, Renaud Hostache, Florian Pappenberger, Patrick Matgen
Flood Hazard Mapping Combining Hydrodynamic Modeling and Multi Annual Remote Sensing data. Remote. Sens. 7 (10) (2015)
Laura Giustarini, Hilde Vernieuwe, Jan Verwaeren, Marco Chini, Renaud Hostache, Patrick Matgen, Niko E. C. Verhoest, Bernard De Baets
Accounting for image uncertainty in SAR-based flood mapping. Int. J. Appl. Earth Obs. Geoinformation 34 (2015)
Giovanni Corato, Patrick Matgen, Fabrizio Fenicia, Stefan Schlaffer, Marco Chini
Assimilating satellite-derived soil moisture products into a distributed hydrological model. IGARSS (2014)
Marco Chini, Laura Giustarini, Patrick Matgen, Renaud Hostache, Florian Pappenberger, Philippe Bally
Flood hazard mapping combining high resolution multi-temporal SAR data and coarse resolution global hydrodynamic modelling. IGARSS (2014)
Miriam Machwitz, Laura Giustarini, Christian Bossung, David Frantz, Martin Schlerf, Holger Lilienthal, Loise Wandera, Patrick Matgen, Lucien Hoffmann, Thomas Udelhoven
Enhanced biomass prediction by assimilating satellite data into a crop growth model. Environ. Model. Softw. 62 (2014)
Laura Giustarini, Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Paul D. Bates, David C. Mason
A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X. IEEE Trans. Geosci. Remote. Sens. 51 (4-2) (2013)
Renaud Hostache, Patrick Matgen, Wolfgang Wagner
Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives? Int. J. Appl. Earth Obs. Geoinformation 19 (2012)
Teodosio Lacava, Patrick Matgen, Luca Brocca, Marco Bittelli, Nicola Pergola, Tommaso Moramarco, Valerio Tramutoli
A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg. IEEE Trans. Geosci. Remote. Sens. 50 (5-1) (2012)
Teodosio Lacava, Luca Brocca, Mariapia Faruolo, Patrick Matgen, Tommaso Moramarco, Nicola Pergola, Valerio Tramutoli
A multi-sensor (SMOS, AMSR-E and ASCAT) satellite-based soil moisture products inter-comparison. IGARSS (2012)
Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Christian Puech, Lucien Hoffmann, Laurent Pfister
Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods. IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Guy J.-P. Schumann, Patrick Matgen, Florian Pappenberger
Conditioning Water Stages From Satellite Imagery on Uncertain Data Points. IEEE Geosci. Remote. Sens. Lett. 5 (4) (2008)
Sonia Heitz, Patrick Matgen, Guy J.-P. Schumann, Laurent Pfister
Active and Passive Microwave Sensors as a Tool to Monitor Soil Moisture Over Winter. IGARSS (2) (2008)
Guy J.-P. Schumann, Renaud Hostache, Christian Puech, Lucien Hoffmann, Patrick Matgen, Florian Pappenberger, Laurent Pfister
High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management. IEEE Trans. Geosci. Remote. Sens. 45 (6-1) (2007)
Patrick Matgen, Guy J.-P. Schumann, Jean-Baptiste Henry, Lucien Hoffmann, Laurent Pfister
Integration of SAR-derived river inundation areas, high-precision topographic data and a river flow model toward near real-time flood management. Int. J. Appl. Earth Obs. Geoinformation 9 (3) (2007)